Evidence map›Paper›PMID 42827753›Full record

ArticleFrontiers in psychology2026

Concurrent observation and physical practice facilitates early closed motor skill learning: evidence from EEG source functional connectivity and behavioral performance.

Chen Guo, Yali Long, Chuandong Wei, Zhenyi Nie, Yueting Zhang, Yang Li, Changjiang Liu, Bing Shi

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Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Chen Guo *Department of Physical Education, Xi'an Jiaotong University, Xi'an, China.
Yali Long *Weinan Vocational and Technical College, Weinan, China.
Chuandong WeiQilu Institute of Technology, Jinan, China.
Zhenyi NieSports Learning Science Lab, School of Physical Education, Shaanxi Normal University, Xi'an, China.
Yueting ZhangSports Learning Science Lab, School of Physical Education, Shaanxi Normal University, Xi'an, China.
Yang LiNeurology Department, Pucheng County Hospital, Weinan, China.
Changjiang LiuDepartment of Physical Education, Xi'an Jiaotong University, Xi'an, China.
Bing ShiSports Learning Science Lab, School of Physical Education, Shaanxi Normal University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Motor observation (MO) and concurrent observation and physical practice (MP) are two commonly used approaches during early motor skill acquisition. This study tests an integrated Action Observation Training-Neuroplasticity Theory (AOT-NPT) framework, hypothesizing that: (H1) MP will elicit stronger functional connectivity in frontoparietal networks compared to MO; (H2): transitioning from an easier to a more demanding motor task will be associated with changes in functional connectivity patterns, particularly in the MP condition; (H3): functional connectivity will demonstrate method-dependent relationships with behavioral performance, with MP expected to show stronger positive brain-behavior associations. Methods: A two-factor mixed design was employed. The between-subjects factor was learning methods (MO, MP), and the within-subjects factor was task difficulty (Easy, Medium). Mobile EEG recorded neural activity during 24-Style Tai Chi learning (MO vs. MP; easy vs. medium). Source-level connectivity analysis and video-based motor performance scoring were applied. Findings: Both EEG and behavioral data provided evidence that MP surpasses MO, as indicated by stronger source functional connectivity, better motor performance, and changes in functional connectivity during the transition from an easier to a more demanding task. Additionally, functional connectivity in MP was significantly positively correlated with motor performance. Contribution: The present findings support the neurobehavioral advantage of integrating physical practice into action observation during early closed motor skill learning. This validates the AOT-NPT framework and establishes a concurrent observation and physical practice model for closed motor skill pedagogy.

Indexed as

24-style Tai Chiclosed motor skillEEGlearning methodsobservationpracticesource functional connectivity

Identifiers

PMID42827753
PMCPMC13630685

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.